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科研进展

添加1,737字节, 2025年4月8日 (星期二)

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= '''研究成果''' =

'''Selected Paper'''

2025

#QIangqiang He, Shuwei Qian, Chongjun Wang. FastVDT: Fast Transformer with Optimized Attention Masks and Positional Encoding for Visual Dialogue[J]. '''''IET Computer Vision''''', Accepted

#Haoyang Chen and etc. Towards Emotional Insights in Art: A Knowledge-Driven Framework Integrating Artistic Emotion Knowledge into Vision Language Models. In '''''Proceedings of IJCNN 2025''''', Accepted

#Changhong Xia and etc. step-Aware Confidence Estimation in Natural Language Reasoning. In '''''Proceedings of IJCNN 2025''''', Accepted

#Shuwei Qian and etc. TIMM: A Type-Induced Missing-aware Mixture-of-Experts Model for Imputing Missing Modalities . In '''''Proceedings of IJCNN 2025''''', Accepted

#Shuangjie Li, etc. Graph Neural Networks with Coarse- and Fine-Grained Division for Mitigating Label Sparsity and Noise Learning Systems. '''''Neural Networks'''''[J], Accepted

#Changfeng Ma, Ran Bi, Jie Guo, Chongjun Wang, Yanwen Guo. Sparse Point Cloud Patches Rendering via Splitting 2D Gaussians. In '''''Proceedings of CVPR 2025''''', Accepted

#Jie Zhang, Yirong Yao,  Wei He, Yiqun Niu, Chongjun Wang. Regret Optimization Experience Replay in Off-policy Reinforcement Learning. In '''''Proceedings of ICASSP 2025''''', Accepted

#QIang Qiang He, Shu Wei Qian, Jie Zhang, Chongjun Wang. Inference Retrieval-Augmented Multi-Modal Chain-of-Thoughts Reasoning for Language Models. In '''''Proceedings of ICASSP 2025''''', Accepted

#Baoming Zhang, MingCai Chen, Jianqing Song, Shuangjie Li, Jie Zhang, Chongjun Wang. Normalize then Propagate: Efficient Homophilous Regularization for Few-shot Semi-Supervised Node Classification. In '''''Proceedings of AAAI 2025''''', Accepted

#MingCai Chen, Yuntao Du., Wenyu Jiang, Baoming Zhang, Shuai Feng, Yi Xin, Chongjun Wang. Robust Logit Adjustment for Learning with Long-Tailed Noisy Data. In '''''Proceedings of AAAI 2025''''', Accepted

#Yuntao Du, Siqi Luo, yi Xin, MingCai Chen, Shuai Feng, Mujie Zhang, Chongjun Wang. Multi-source Fully Test-Time Adaptation[J]. '''Neural Networks''', 2025(181): 106661

2024

#Song J., etc. Similarity-Navigated Conformal Prediction for Graph Neural Networks. In '''''Proceedings of NIPS 2024''''', Accepted

#Zhang J., etc.  Shapley-Optimized Reinforcement Learning for Human-Machine Collaboration Policy. In '''''Proceedings of '''''''DASFAA 2024'', Accepted

#Guo M., etc. SMILE: Spiking Multi-modal Interactive Label-guided Enhancement Network for Emotion Recognition. In '''''Proceedings of ICME 2024''''', Accepted

#Yuntao Du, Siqi Luo, yi Xin, MingCai Chen, Shuai Feng, Mujie Zhang, Chongjun Wang. Multi-source Fully Test-Time Adaptation. In '''''Proceedings of ICLR 2024 ''''''''Workshop PML4LRs''', Accepted

#Liu Z., Xia C., He W., Wang C. Trustworthiness and Self-awareness in Large Language Models: An Exploration through the Think-Solve-Verify Framework. In '''''Proceedings of ''''''''Coling'''''''' 2024: 16855-16866'''''

#Liu Z., Qian S., Xia C., Wang C. '''Are Transformer-based Models More Robust than CNN-based Models?'''. '''Neural Networks''',  2024，172: 106091

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